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    • Anomaly Detection

    Anomaly Detection Courses Online

    Explore anomaly detection methods for identifying unusual patterns in data. Learn to use machine learning algorithms for fraud detection and network security.

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    Explore the Anomaly Detection Course Catalog

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Securing Systems and Networks

      Skills you'll gain: Network Security, Intrusion Detection and Prevention, Cybersecurity, Information Systems Security, Command-Line Interface, Virtual Private Networks (VPN), Hardening, Firewall, Local Area Networks, Vulnerability Assessments, Zero Trust Network Access, Wireless Networks, System Configuration, Malware Protection, Cryptography, Threat Detection, Security Information and Event Management (SIEM), Encryption, Network Analysis

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Data Preparation and Evaluation with Copilot

      Skills you'll gain: Microsoft Copilot, Data Quality, Anomaly Detection, Data Ethics, Generative AI, Data Pipelines, Data Cleansing, Data Synthesis, Data Validation, Data Processing, Data Transformation, Natural Language Processing, Prompt Engineering, Artificial Intelligence, Automation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 4 Weeks

    • C

      Coursera Instructor Network

      GenAI for Cybersecurity Analysts

      Skills you'll gain: Cyber Threat Intelligence, Cybersecurity, Penetration Testing, Threat Detection, Security Information and Event Management (SIEM), Incident Response, Generative AI, Data Ethics, Security Testing, Vulnerability Assessments, Prompt Engineering

      4.9
      Rating, 4.9 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      C

      Coursera Project Network

      Data Validation with Alteryx: Testing and Optimization Tools

      Skills you'll gain: Data Validation, Data Cleansing, Alteryx, Data Quality, Microsoft Excel, Data Integrity, Data Processing, Data Integration, Test Tools, Anomaly Detection

      Intermediate · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      P

      Packt

      Foundations of NIST Cybersecurity Frameworks

      Skills you'll gain: NIST 800-53, Risk Analysis, Business Risk Management, Security Management, Continuous Monitoring, Asset Management, Security Controls, System Monitoring, Risk Management, Cybersecurity, Cyber Risk, Cyber Security Policies, Enterprise Security, Threat Detection, Auditing

      4.7
      Rating, 4.7 out of 5 stars
      ·
      15 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: Free
      Free
      C

      Check Point Software Technologies Ltd.

      Check Point Jump Start: SMB Network Security

      Skills you'll gain: Virtual Private Networks (VPN), Threat Detection, Network Monitoring, Firewall, Network Security, System Configuration, Security Management, Network Administration, Threat Management, System Monitoring, IT Automation, Encryption

      4.6
      Rating, 4.6 out of 5 stars
      ·
      12 reviews

      Intermediate · Course · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      M

      Microsoft

      Copilot for Cybersecurity

      Skills you'll gain: Generative AI, System Monitoring, Data Ethics, Cybersecurity, Artificial Intelligence, Microsoft Copilot, Prompt Engineering, Image Analysis, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Threat Detection, Emerging Technologies

      4.6
      Rating, 4.6 out of 5 stars
      ·
      21 reviews

      Intermediate · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      The Complete Ethical Hacking Course

      Skills you'll gain: Penetration Testing, OSI Models, Network Security, Open Web Application Security Project (OWASP), TCP/IP, Cybersecurity, Malware Protection, Cyber Attacks, Wireless Networks, Application Security, Network Monitoring, Linux, Object Oriented Programming (OOP), Vulnerability Assessments, General Networking, Security Awareness, Intrusion Detection and Prevention, Command-Line Interface, Large Language Modeling, Prompt Engineering

      Intermediate · Specialization · 3 - 6 Months

    • Status: New
      New
      Status: Free Trial
      Free Trial
      U

      University of Colorado Boulder

      Helping Your Organization Manage Risk and Crisis

      Skills you'll gain: Crisis Management, Corporate Communications, Risk Management, Strategic Communication, Business Risk Management, Contingency Planning, Risk Analysis, Forecasting, Communication Strategies, Case Management, Leadership Studies

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Free Trial
      Free Trial
      P

      Packt

      Advanced ML Algorithms & Unsupervised Learning

      Skills you'll gain: Dimensionality Reduction, Unsupervised Learning, Deep Learning, Random Forest Algorithm, Machine Learning Algorithms, Machine Learning, Decision Tree Learning, Classification And Regression Tree (CART), Feature Engineering, Supervised Learning, Statistical Machine Learning, Predictive Modeling, Artificial Intelligence, Exploratory Data Analysis

      Intermediate · Course · 1 - 3 Months

    • A

      Alfaisal University | KLD

      الاحتيال في القوائم المالية | Fraud in Financial Statement

      Skills you'll gain: Auditing, Financial Statements, Anomaly Detection, Financial Reporting, Financial Controls, Financial Auditing, Annual Reports, Business Ethics, Financial Analysis, Accounting, Corporate Accounting, Corporate Finance, Ethical Standards And Conduct, Operational Risk, Internal Controls

      4.7
      Rating, 4.7 out of 5 stars
      ·
      11 reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free
      Free
      D

      DeepLearning.AI

      Preprocessing Unstructured Data for LLM Applications

      Skills you'll gain: Unstructured Data, Large Language Modeling, Metadata Management, Data Processing, JSON, Image Analysis, Data Transformation, Data Import/Export, Document Management, Text Mining, Computer Vision

      4.3
      Rating, 4.3 out of 5 stars
      ·
      10 reviews

      Beginner · Project · Less Than 2 Hours

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    In summary, here are 10 of our most popular anomaly detection courses

    • Securing Systems and Networks: Packt
    • Data Preparation and Evaluation with Copilot: Microsoft
    • GenAI for Cybersecurity Analysts: Coursera Instructor Network
    • Data Validation with Alteryx: Testing and Optimization Tools: Coursera Project Network
    • Foundations of NIST Cybersecurity Frameworks: Packt
    • Check Point Jump Start: SMB Network Security: Check Point Software Technologies Ltd.
    • Copilot for Cybersecurity: Microsoft
    • The Complete Ethical Hacking Course: Packt
    • Helping Your Organization Manage Risk and Crisis : University of Colorado Boulder
    • Advanced ML Algorithms & Unsupervised Learning: Packt

    Frequently Asked Questions about Anomaly Detection

    Anomaly detection is an important process in data mining that pinpoints complex, non-conforming patterns and outliers in a specific dataset. The process can identify events that deviate from the normal behavior expected from that dataset. The process can pick out everything from small software or hardware errors or glitches and hacks to serious machine vulnerabilities and critical zero-day attacks. ‎

    It’s important to learn about anomaly detection if you plan to work in the field of machine learning and artificial intelligence (AI). Anomaly detection is a critical security tool that can identify significant fraud, network intrusions, and other events that can substantially disrupt a business or entire industry’s technological delivery system.‎

    The types of jobs you can get by learning about anomaly detection can be found in all types of fields, including banking, financial services, insurance, retail, manufacturing, IT, government and defense, and health care. You might study anomaly detection to become a data scientist, big data engineer, machine learning developer, or fraud detection analyst within those fields. Studying the subject can open up opportunities for you in many companies that need to have data sources monitored for potential security threats and attacks. If you study anomaly detection, you also may be able to find a career in companies that need forensic accountants and fraud detection engineers to uncover unusual and sometimes suspicious activities.‎

    Online courses can help you learn anomaly detection by giving you a better grasp of the broad subject of machine learning, including deep learning. Learning about anomaly detection online may give you the cutting-edge skills to teach you to build an anomaly detection model using deep learning and advanced technology such as Keras API with Tensorflow 2. You also may be able to learn how to create interactive charts and plots using Plotly Python and Seaborn for data visualization.‎

    Online Anomaly Detection courses offer a convenient and flexible way to enhance your existing knowledge or learn new Anomaly Detection skills. With a wide range of Anomaly Detection classes, you can conveniently learn at your own pace to advance your Anomaly Detection career.‎

    When looking to enhance your workforce's skills in Anomaly Detection, it's crucial to select a course that aligns with their current abilities and learning objectives. Our Skills Dashboard is an invaluable tool for identifying skill gaps and choosing the most appropriate course for effective upskilling. For a comprehensive understanding of how our courses can benefit your employees, explore the enterprise solutions we offer. Discover more about our tailored programs at Coursera for Business here.‎

    This FAQ content has been made available for informational purposes only. Learners are advised to conduct additional research to ensure that courses and other credentials pursued meet their personal, professional, and financial goals.

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